{"id":"W1981055588","doi":"10.1155/2010/947906","title":"Factors Associated with Increased Risk Perception of Pandemic Influenza in Australia","year":2010,"lang":"en","type":"article","venue":"Influenza Research and Treatment","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Quarter (Canadian coin); Demography; Population; Medicine; Perception; Influenza pandemic; Multivariate analysis; Gerontology; Risk perception; Environmental health; Psychology; Coronavirus disease 2019 (COVID-19); Geography; Disease; Infectious disease (medical specialty); Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006812516,0.0001397274,0.0001972048,0.000382493,0.0003063365,0.0004687321,0.0001484307,0.0002623851,0.0008265935],"category_scores_gemma":[0.003720374,0.0001788306,0.0002318667,0.0003323827,0.0002334007,0.0002718082,0.0004247657,0.0005728381,0.00007855256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000253118,"about_ca_system_score_gemma":0.000300957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01687433,"about_ca_topic_score_gemma":0.01658805,"domain_scores_codex":[0.9994826,0.0002160882,0.00005188219,0.00004518634,0.0001378561,0.00006640689],"domain_scores_gemma":[0.9983233,0.0002214066,0.0008607367,0.00005174561,0.0002273613,0.0003154989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004811354,0.00005785779,0.9956648,0.00001884574,0.00003030969,0.00008182892,0.001091533,0.00002832588,0.0002696977,0.00001829934,0.00006757163,0.002622895],"study_design_scores_gemma":[0.000001320796,0.00005863707,0.9990116,0.00000681365,0.000006648922,0.00007894921,0.0006033938,0.00009574818,0.00001834377,0.00001422583,0.0001017884,0.000002332498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994253,0.0001258805,0.0000249108,0.00006583652,0.000002937577,0.0000045177,0.00001638491,4.698371e-7,0.0003336966],"genre_scores_gemma":[0.9997806,0.00006782034,0.0000474698,0.0000146861,0.000002688414,0.000002602633,0.00001535083,2.018504e-7,0.00006852739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01687433,"threshold_uncertainty_score":0.03355223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.318995070785514,"score_gpt":0.4726912006141634,"score_spread":0.1536961298286493,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}